3 papers
cs.CV2025
OccRobNet : Occlusion Robust Network for Accurate 3D Interacting Hand-Object Pose Estimation
Mallika Garg, Debashis Ghosh, Pyari Mohan Pradhan
Occlusion is one of the challenging issues when estimating 3D hand pose. This problem becomes more prominent when hand interacts with an object or two hands are involved. In the pa…
cs.CV2024
ConvMixFormer- A Resource-efficient Convolution Mixer for Transformer-based Dynamic Hand Gesture Recognition
Mallika Garg, Debashis Ghosh, Pyari Mohan Pradhan
Transformer models have demonstrated remarkable success in many domains such as natural language processing (NLP) and computer vision. With the growing interest in transformer-base…
cs.CV2024
MVTN: A Multiscale Video Transformer Network for Hand Gesture Recognition
Mallika Garg, Debashis Ghosh, Pyari Mohan Pradhan
In this paper, we introduce a novel Multiscale Video Transformer Network (MVTN) for dynamic hand gesture recognition, since multiscale features can extract features with variable s…